Risultati della ricerca - coding algorithm

Exploring the Role of Tracing in AI-Supported Planning for Algorithmic Reasoning di Jain, Yoshee, Do, Heejin, Wu, Zihan, Wang, April Yi

Sommario: “..., formative feedback on their thinking processes prior to coding. To date, however, most AI-supported planning...”
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Maximum Likelihood Decoding of Quantum Error Correction Codes di Cao, Hanyan, Yan, Ge, Du, Yuxuan, Pan, Feng

Sommario: “..., yet its effectiveness hinges critically on the classical decoding algorithm that interprets noisy...”
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A Block-Based Heuristic Algorithm for the Three-Dimensional Nuclear Waste Packing Problem di Wen, Yajie, Zhang, Defu

Sommario: “...In this study, we present a block-based heuristic search algorithm to address the nuclear waste...”
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Hardware.jl - An MLIR-based Julia HLS Flow (Work in Progress) di Short, Benedict, McInerney, Ian, Wickerson, John

Sommario: “...Co-developing scientific algorithms and hardware accelerators requires domain-specific knowledge...”
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An Error Correctable Implication Algebra for a System of Qubits di Turnansky, Morrison

Sommario: “... of an arbitrary quantum error correcting stabilizer code. We then fully characterize the non trivial errors...”
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In-depth Analysis of Densest Subgraph Discovery in a Unified Framework di Zhou, Yingli, Guo, Qingshuo, Yang, Yi, Fang, Yixiang, Ma, Chenhao, Lakshmanan, Laks

Sommario: “... of real applications. Several DSD algorithms, including exact and approximation algorithms, have been...”
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Reconfigurable Intelligent Surface-Assisted Multiple-Antenna Coded Caching di Niu, Xiaofan, Cheng, Minquan, Wan, Kai, Qiu, Robert Caiming, Caire, Giuseppe

Sommario: “... a new RIS-assisted multiple-antenna coded caching problem. Unlike the existing multi-antenna coded...”
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Deep Learning Based Code Generation Methods: Literature Review di Yang, Zezhou, Chen, Sirong, Gao, Cuiyun, Li, Zhenhao, Li, Ge, Lyu, Michael

Sommario: “.... The first category refers to the methods that use deep learning algorithms for code generation based on code...”
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Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation di Wu, Xingyu, Zhong, Yan, Wu, Jibin, Jiang, Bingbing, Tan, Kay Chen

Sommario: “... Language Models (LLMs) into algorithm selection for the first time. By comprehending the code text, LLM...”
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A Problem-Oriented Perspective and Anchor Verification for Code Optimization di Ye, Tong, Ma, Tengfei, Zhang, Xuhong, Yu, Hang, Yin, Jianwei, Wang, Wenhai

Sommario: “... tasks, such as code generation. However, their potential for code optimization, particularly...”
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Leveraging Large Language Models for Code Translation and Software Development in Scientific Computing di Dhruv, Akash, Dubey, Anshu

Sommario: “... and algorithm implementation. We also address the challenges of AI-driven code translation and highlight its...”
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Decoding Quantum LDPC Codes using Collaborative Check Node Removal di Bhattacharyya, Mainak, Raina, Ankur

Sommario: “...Fault tolerance in quantum protocols requires contributions from error-correcting codes...”
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Towards Making Flowchart Images Machine Interpretable di Shukla, Shreya, Gatti, Prajwal, Kumar, Yogesh, Yadav, Vikash, Mishra, Anand

Sommario: “... the flow of an algorithm or procedure. Modern OCR engines often tag these flowcharts as graphics and ignore...”
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NeuroSync: Intent-Aware Code-Based Problem Solving via Direct LLM Understanding Modification di Zhang, Wenshuo, Shen, Leixian, Xu, Shuchang, Wang, Jindu, Zhao, Jian, Qu, Huamin, Yuan, Linping

Sommario: “... code, resulting in frustration and rounds of clarification. This work first investigates the cause...”
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Fermion-to-Fermion Low-Density Parity-Check Codes di Xu, Chong-Yuan, Liu, Ze-Chuan, Xu, Yong

Sommario: “... for the fermionic LDPC code, and provide an algorithm to identify these logical operators. We present examples...”
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On the Fair Comparison of Optimization Algorithms in Different Machines di Arza, Etor, Ceberio, Josu, Irurozki, Ekhiñe, Pérez, Aritz

Sommario: “..., the implementation code of the algorithms is not always available, which means that running the algorithms...”
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Iterative Linear Quadratic Optimization for Nonlinear Control: Differentiable Programming Algorithmic Templates di Roulet, Vincent, Srinivasa, Siddhartha, Fazel, Maryam, Harchaoui, Zaid

Sommario: “...Iterative optimization algorithms depend on access to information about the objective function...”
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RLLTE: Long-Term Evolution Project of Reinforcement Learning di Yuan, Mingqi, Zhang, Zequn, Xu, Yang, Luo, Shihao, Li, Bo, Jin, Xin, Zeng, Wenjun

Sommario: “... for reinforcement learning (RL) research and application. Beyond delivering top-notch algorithm implementations...”
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Walking Your Frog Fast in 4 LoC di Meinert, Nis

Sommario: “... quadratic runtime overhead. However, this algorithm relies on recursions and is not well suited for modern...”
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Robust Reinforcement Learning from Human Feedback for Large Language Models Fine-Tuning di Ye, Kai, Zhou, Hongyi, Zhu, Jin, Quinzan, Francesco, Shi, Chengchun

Sommario: “... existing RLHF algorithms use the Bradley-Terry model, which relies on assumptions about human preferences...”
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